Pandas Profiling Report

Dataset info

Number of variables	14
Number of observations	100000
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	21.4 MiB
Average record size in memory	224.5 B

Variables types

NUM	11
CAT	2
BOOL	1

Toggle Reproduction Information

Reproduction info

Date of analysis	2020-01-29 14:10:19.478847
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

`distance_km` is highly skewed (γ1 = 65.39651434)	Skewed
`driver_latitude` is highly skewed (γ1 = -26.36873243)	Skewed
`driver_longitude` is highly skewed (γ1 = -26.11044346)	Skewed
`duration_min` is highly skewed (γ1 = 49.66742143)	Skewed
`hour_key` has 6646 (6.6%) zeros	Zeros
`origin_order_latitude` is highly skewed (γ1 = -80.54111676)	Skewed
`origin_order_longitude` is highly skewed (γ1 = -72.68878253)	Skewed
`weekday_key` has 14411 (14.4%) zeros	Zeros
`driver_longitude` is highly correlated with `driver_latitude`	High Correlation
`driver_latitude` is highly correlated with `driver_longitude`	High Correlation
`duration_min` is highly correlated with `distance_km`	High Correlation
`distance_km` is highly correlated with `duration_min`	High Correlation

distance_km
Real number (ℝ)

SKEWED
HIGH CORRELATION

Distinct count	31297
Unique (%)	31.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.39351786
Minimum	-1
Maximum	5234.283
Zeros	152
Zeros (%)	0.2%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	10.4115
Q3	30.66525
95-th percentile	57.487
Maximum	5234.283
Range	5235.283
Interquartile range (IQR)	31.66525

Descriptive statistics

Standard deviation	41.12929569
Coefficient of variation (CV)	2.236075557
Kurtosis	7014.057955
Mean	18.39351786
Median Absolute Deviation (MAD)	17.43801721
Skewness	65.39651434
Sum	1839351.786
Variance	1691.618964

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.0000000e+00 -5.0000000e-01 5.9000000e-02 5.7200000e-01 9.0250000e-01 ... 4.4469400e+02 7.1585050e+02 7.1926550e+02 1.6191805e+03 5.2342830e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-1	26207	26.2%
0	152	0.2%
7.718	39	< 0.1%
56.447	35	< 0.1%
11.014	32	< 0.1%
8.631	31	< 0.1%
20.096	29	< 0.1%
89.103	27	< 0.1%
12.612	26	< 0.1%
46.815	26	< 0.1%
Other values (31287)	73396	73.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	26207	26.2%
0	152	0.2%
0.005	1	< 0.1%
0.01	1	< 0.1%
0.02	5	< 0.1%

Value	Count	Frequency (%)
5234.283	1	< 0.1%
5215.793	1	< 0.1%
4177.9	1	< 0.1%
3563.968	1	< 0.1%
2120.626	1	< 0.1%

driver_gk
Real number (ℝ_≥0)

Distinct count	439
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3446.37636
Minimum	14
Maximum	6806
Zeros	0
Zeros (%)	0.0%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	14
5-th percentile	462
Q1	1421
median	3506.5
Q3	5242
95-th percentile	6633
Maximum	6806
Range	6792
Interquartile range (IQR)	3821

Descriptive statistics

Standard deviation	2038.738677
Coefficient of variation (CV)	0.5915600806
Kurtosis	-1.274704012
Mean	3446.37636
Median Absolute Deviation (MAD)	1775.228621
Skewness	0.07389865679
Sum	344637636
Variance	4156455.395

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 14. 18. 32. 77.5 80.5 ... 6752. 6777. 6796. 6804. 6806. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1421	3014	3.0%
1060	2780	2.8%
1126	2328	2.3%
4490	1784	1.8%
2442	1588	1.6%
462	1571	1.6%
6762	1452	1.5%
6302	1299	1.3%
6580	1293	1.3%
1358	1207	1.2%
Other values (429)	81684	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	212	0.2%
22	94	0.1%
42	202	0.2%
51	261	0.3%
75	222	0.2%

Value	Count	Frequency (%)
6806	262	0.3%
6802	140	0.1%
6800	317	0.3%
6792	746	0.7%
6762	1452	1.5%

driver_latitude
Real number (ℝ)

SKEWED
HIGH CORRELATION

Distinct count	57259
Unique (%)	57.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	55.70082427
Minimum	-1
Maximum	56.174097
Zeros	1
Zeros (%)	< 0.1%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	55.415448
Q1	55.70865075
median	55.7729045
Q3	55.96066725
95-th percentile	55.964157
Maximum	56.174097
Range	57.174097
Interquartile range (IQR)	0.2520165

Descriptive statistics

Standard deviation	2.135903307
Coefficient of variation (CV)	0.03834599101
Kurtosis	696.9531818
Mean	55.70082427
Median Absolute Deviation (MAD)	0.2211061865
Skewness	-26.36873243
Sum	5570082.427
Variance	4.562082937

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. -0.5 55.347678 55.383241 55.4102805 ... 55.970659 55.979563 55.980037 56.0129395 56.174097 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
55.961859	2645	2.6%
55.962987	1799	1.8%
55.962323	1435	1.4%
55.964894	1329	1.3%
55.964893	1156	1.2%
55.962122	1021	1.0%
55.962324	1019	1.0%
55.964892	699	0.7%
55.96232	500	0.5%
55.960537	457	0.5%
Other values (57249)	87940	87.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	140	0.1%
0	1	< 0.1%
55.327636	1	< 0.1%
55.36772	2	< 0.1%
55.382721	1	< 0.1%

Value	Count	Frequency (%)
56.174097	1	< 0.1%
56.018542	1	< 0.1%
56.013017	1	< 0.1%
56.012862	1	< 0.1%
56.012142	1	< 0.1%

driver_longitude
Real number (ℝ)

SKEWED
HIGH CORRELATION

Distinct count	59906
Unique (%)	59.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.49229235
Minimum	-1
Maximum	38.280547
Zeros	1
Zeros (%)	< 0.1%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	37.37546045
Q1	37.413497
median	37.533664
Q3	37.624113
95-th percentile	37.89807
Maximum	38.280547
Range	39.280547
Interquartile range (IQR)	0.210616

Descriptive statistics

Standard deviation	1.454640015
Coefficient of variation (CV)	0.03879837492
Kurtosis	687.899573
Mean	37.49229235
Median Absolute Deviation (MAD)	0.1830915178
Skewness	-26.11044346
Sum	3749229.235
Variance	2.115977574

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. -0.5 36.98552 37.1188205 37.17344 ... 37.910144 37.9300635 37.9969935 38.121217 38.280547 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
37.407126	2653	2.7%
37.407117	2429	2.4%
37.413543	2102	2.1%
37.413468	1587	1.6%
37.417515	1122	1.1%
37.413532	1082	1.1%
37.409464	1020	1.0%
37.413282	983	1.0%
37.413284	955	1.0%
37.407116	946	0.9%
Other values (59896)	85121	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	140	0.1%
0	1	< 0.1%
36.984771	1	< 0.1%
36.986269	1	< 0.1%
36.998318	1	< 0.1%

Value	Count	Frequency (%)
38.280547	1	< 0.1%
38.23276	1	< 0.1%
38.209864	1	< 0.1%
38.169185	1	< 0.1%
38.15185	1	< 0.1%

driver_response
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

0	50752
1	49248

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	50752	50.8%
1	49248	49.2%

duration_min
Real number (ℝ)

SKEWED
HIGH CORRELATION

Distinct count	4728
Unique (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.13484139
Minimum	-1
Maximum	3958.283
Zeros	152
Zeros (%)	0.2%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	19.7
Q3	37.867
95-th percentile	60.233
Maximum	3958.283
Range	3959.283
Interquartile range (IQR)	38.867

Descriptive statistics

Standard deviation	33.89010507
Coefficient of variation (CV)	1.464894637
Kurtosis	4892.314391
Mean	23.13484139
Median Absolute Deviation (MAD)	17.94304222
Skewness	49.66742143
Sum	2313484.139
Variance	1148.539222

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1.000000e+00 -5.000000e-01 8.500000e-03 2.133500e+00 2.783500e+00 ... 1.022750e+02 1.399915e+02 5.574670e+02 1.206525e+03 3.958283e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
-1	26207	26.2%
0	152	0.2%
21.467	65	0.1%
56.833	64	0.1%
23.333	56	0.1%
29.617	55	0.1%
21.1	54	0.1%
16.7	53	0.1%
26.017	52	0.1%
22.117	51	0.1%
Other values (4718)	73191	73.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	26207	26.2%
0	152	0.2%
0.017	2	< 0.1%
0.083	5	< 0.1%
0.1	2	< 0.1%

Value	Count	Frequency (%)
3958.283	1	< 0.1%
3947.383	1	< 0.1%
3112.217	1	< 0.1%
2721	1	< 0.1%
1680.85	1	< 0.1%

hour_key
Real number (ℝ_≥0)

ZEROS

Distinct count	24
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.82779
Minimum	0
Maximum	23
Zeros	6646
Zeros (%)	6.6%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	16
Q3	20
95-th percentile	23
Maximum	23
Range	23
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.306496258
Coefficient of variation (CV)	0.5283921912
Kurtosis	-0.964941722
Mean	13.82779
Median Absolute Deviation (MAD)	6.274395442
Skewness	-0.5445650226
Sum	1382779
Variance	53.38488756

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 18.5 20.5 21.5 22.5 23. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
23	8184	8.2%
21	7398	7.4%
22	6881	6.9%
0	6646	6.6%
20	6566	6.6%
19	6369	6.4%
18	5889	5.9%
17	5028	5.0%
16	4500	4.5%
15	4249	4.2%
Other values (14)	38290	38.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6646	6.6%
1	3467	3.5%
2	2275	2.3%
3	1768	1.8%
4	2193	2.2%

Value	Count	Frequency (%)
23	8184	8.2%
22	6881	6.9%
21	7398	7.4%
20	6566	6.6%
19	6369	6.4%

offer_class_group
Categorical

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Economy	48335
Standard	47288
Premium	1773
Delivery	1290
Kids	588
Other values (4)	726

Toggle details

Value	Count	Frequency (%)
Economy	48335	48.3%
Standard	47288	47.3%
Premium	1773	1.8%
Delivery	1290	1.3%
Kids	588	0.6%
XL	464	0.5%
VIP	225	0.2%
VIP+	29	< 0.1%
Test	8	< 0.1%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	True

Length

Max length	8
Mean length	7.43483
Min length	2

offer_gk
Real number (ℝ_≥0)

UNIQUE

Distinct count	100000
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	566218.9287
Minimum	4
Maximum	1130355
Zeros	0
Zeros (%)	0.0%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	56384.85
Q1	285555.25
median	565671.5
Q3	848719.75
95-th percentile	1073490.15
Maximum	1130355
Range	1130351
Interquartile range (IQR)	563164.5

Descriptive statistics

Standard deviation	325935.9801
Coefficient of variation (CV)	0.5756359662
Kurtosis	-1.19620134
Mean	566218.9287
Median Absolute Deviation (MAD)	282169.056
Skewness	-0.002335357607
Sum	5.662189286e+10
Variance	1.062342631e+11

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[4.000000e+00 1.130355e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
534523	1	< 0.1%
513801	1	< 0.1%
139921	1	< 0.1%
539282	1	< 0.1%
799379	1	< 0.1%
137878	1	< 0.1%
1053335	1	< 0.1%
682648	1	< 0.1%
811673	1	< 0.1%
590627	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
35	1	< 0.1%
49	1	< 0.1%
77	1	< 0.1%
78	1	< 0.1%

Value	Count	Frequency (%)
1130355	1	< 0.1%
1130349	1	< 0.1%
1130335	1	< 0.1%
1130313	1	< 0.1%
1130296	1	< 0.1%

order_gk
Real number (ℝ_≥0)

Distinct count	81435
Unique (%)	81.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	460867.0129
Minimum	18
Maximum	920344
Zeros	0
Zeros (%)	0.0%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	18
5-th percentile	45336.95
Q1	229178.5
median	462420
Q3	690894
95-th percentile	874575.35
Maximum	920344
Range	920326
Interquartile range (IQR)	461715.5

Descriptive statistics

Standard deviation	266064.9895
Coefficient of variation (CV)	0.5773140235
Kurtosis	-1.203970021
Mean	460867.0129
Median Absolute Deviation (MAD)	230665.6764
Skewness	-0.008575101991
Sum	4.608670129e+10
Variance	7.079057865e+10

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.800000e+01 3.271650e+04 3.273150e+04 3.606550e+04 3.606950e+04 ... 9.145165e+05 9.145205e+05 9.161300e+05 9.161335e+05 9.203440e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
853342	14	< 0.1%
714527	13	< 0.1%
761031	13	< 0.1%
828548	12	< 0.1%
180487	12	< 0.1%
896087	12	< 0.1%
341619	12	< 0.1%
187673	12	< 0.1%
181958	12	< 0.1%
574575	11	< 0.1%
Other values (81425)	99877	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	1	< 0.1%
21	1	< 0.1%
27	1	< 0.1%
33	1	< 0.1%
44	1	< 0.1%

Value	Count	Frequency (%)
920344	1	< 0.1%
920339	1	< 0.1%
920337	1	< 0.1%
920336	1	< 0.1%
920309	1	< 0.1%

origin_order_latitude
Real number (ℝ)

SKEWED

Distinct count	32925
Unique (%)	32.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	55.77244028
Minimum	-1
Maximum	56.311121
Zeros	0
Zeros (%)	0.0%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	55.410307
Q1	55.70803175
median	55.772561
Q3	55.962
95-th percentile	55.964892
Maximum	56.311121
Range	57.311121
Interquartile range (IQR)	0.25396825

Descriptive statistics

Standard deviation	0.6659849742
Coefficient of variation (CV)	0.01194111233
Kurtosis	6862.416107
Mean	55.77244028
Median Absolute Deviation (MAD)	0.1274077097
Skewness	-80.54111676
Sum	5577244.028
Variance	0.4435359859

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. 55.3320525 55.3849625 55.408717 55.409241 ... 55.9736215 55.9737265 55.984885 56.0242915 56.311121 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
55.962322	15632	15.6%
55.410307	7021	7.0%
55.964892	3250	3.2%
55.966694	2412	2.4%
55.961995	844	0.8%
55.605226	773	0.8%
55.96237	595	0.6%
55.962951	577	0.6%
55.966563	291	0.3%
55.604797	254	0.3%
Other values (32915)	68351	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	13	< 0.1%
55.327917	1	< 0.1%
55.336188	1	< 0.1%
55.342523	1	< 0.1%
55.376208	1	< 0.1%

Value	Count	Frequency (%)
56.311121	1	< 0.1%
56.172361	1	< 0.1%
56.025061	1	< 0.1%
56.023522	1	< 0.1%
56.016414	1	< 0.1%

origin_order_longitude
Real number (ℝ)

SKEWED

Distinct count	33646
Unique (%)	33.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.54163698
Minimum	-1
Maximum	38.243608
Zeros	0
Zeros (%)	0.0%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	-1
5-th percentile	37.37170785
Q1	37.407117
median	37.532537
Q3	37.6243575
95-th percentile	37.902451
Maximum	38.243608
Range	39.243608
Interquartile range (IQR)	0.2172405

Descriptive statistics

Standard deviation	0.467758234
Coefficient of variation (CV)	0.01245971864
Kurtosis	5989.551264
Mean	37.54163698
Median Absolute Deviation (MAD)	0.1337019082
Skewness	-72.68878253
Sum	3754163.698
Variance	0.2187977654

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[-1. 36.998827 37.1293305 37.171 37.225337 ... 37.9729955 38.019268 38.1171025 38.1184055 38.243608 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
37.407117	15630	15.6%
37.902451	7021	7.0%
37.413543	3250	3.2%
37.415754	2412	2.4%
37.406355	843	0.8%
37.286083	773	0.8%
37.40428	595	0.6%
37.405915	577	0.6%
37.415485	291	0.3%
37.288773	254	0.3%
Other values (33636)	68354	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	13	< 0.1%
36.994072	1	< 0.1%
37.003582	1	< 0.1%
37.01321	1	< 0.1%
37.019473	1	< 0.1%

Value	Count	Frequency (%)
38.243608	1	< 0.1%
38.204119	2	< 0.1%
38.186995	1	< 0.1%
38.140555	1	< 0.1%
38.13262	1	< 0.1%

ride_type_desc
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

private	91207
business	8533
affiliate	224
SMB	36

Toggle details

Value	Count	Frequency (%)
private	91207	91.2%
business	8533	8.5%
affiliate	224	0.2%
SMB	36	< 0.1%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	9
Mean length	7.08837
Min length	3

weekday_key
Real number (ℝ_≥0)

ZEROS

Distinct count	7
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.15986
Minimum	0
Maximum	6
Zeros	14411
Zeros (%)	14.4%
Memory size	781.4 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.054221745
Coefficient of variation (CV)	0.6500989744
Kurtosis	-1.327101652
Mean	3.15986
Median Absolute Deviation (MAD)	1.811526512
Skewness	-0.1434034287
Sum	315986
Variance	4.219826979

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 2.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	19284	19.3%
6	15466	15.5%
0	14411	14.4%
4	13290	13.3%
1	13089	13.1%
2	12859	12.9%
3	11601	11.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14411	14.4%
1	13089	13.1%
2	12859	12.9%
3	11601	11.6%
4	13290	13.3%

Value	Count	Frequency (%)
6	15466	15.5%
5	19284	19.3%
4	13290	13.3%
3	11601	11.6%
2	12859	12.9%

Count
Matrix

First rows

	distance_km	driver_gk	driver_latitude	driver_longitude	driver_response	duration_min	hour_key	offer_class_group	offer_gk	order_gk	origin_order_latitude	origin_order_longitude	ride_type_desc	weekday_key
0	-1.000	6080	55.818842	37.334562	0	-1.000	20	Economy	1105373	174182	55.814567	37.355010	private	5
1	18.802	6080	55.805342	37.515023	1	25.217	14	Standard	759733	358774	55.819329	37.466398	private	5
2	6.747	6080	55.813978	37.347688	0	9.800	14	Economy	416977	866260	55.814827	37.354074	private	6
3	-1.000	6080	55.745922	37.421748	1	-1.000	6	Economy	889660	163522	55.743469	37.431130	private	2
4	12.383	6080	55.803578	37.521602	1	19.250	16	Economy	1120055	506710	55.812559	37.527407	private	4
5	6.747	6080	55.818963	37.361033	0	9.800	15	Economy	1058203	360328	55.814827	37.354074	private	6
6	-1.000	6080	55.753508	37.663742	1	-1.000	11	Standard	103326	615584	55.757251	37.659064	business	2
7	1.517	6080	55.839318	37.248862	0	3.933	20	Economy	128861	254374	55.839134	37.304101	private	5
8	6.222	6080	55.818748	37.338240	0	15.433	20	Economy	493006	753429	55.835764	37.294710	private	5
9	10.410	6080	55.839155	37.251947	0	23.083	7	Economy	953983	533820	55.833198	37.312197	private	6

Last rows

	distance_km	driver_gk	driver_latitude	driver_longitude	duration_min	hour_key	offer_class_group	offer_gk	order_gk	origin_order_latitude	origin_order_longitude	ride_type_desc	weekday_key
99990	39.251	2442	55.961366	37.413864	40.350	0	Standard	1014866	587299	55.962322	37.407117	private	1
99991	-1.000	2442	55.961239	37.413497	-1.000	23	Standard	619039	323136	55.962322	37.407117	private	6
99992	0.000	2442	55.961301	37.413497	0.000	1	Standard	1021230	351741	55.966694	37.415754	private	1
99993	32.721	2442	55.961321	37.413560	39.017	21	Standard	658641	90022	55.964892	37.413543	private	5
99994	-1.000	2442	55.961351	37.413864	-1.000	0	Economy	915788	636975	55.964220	37.423526	private	5
99995	17.378	2442	55.961246	37.413497	29.817	2	Economy	726210	27360	55.966694	37.415754	private	0
99996	7.751	2442	55.961246	37.413497	12.683	1	Economy	881472	381960	55.964892	37.413543	private	0
99997	46.983	2442	55.961315	37.413497	46.217	20	Standard	626673	627126	55.962203	37.416373	private	1
99998	50.029	2442	55.961354	37.413864	51.100	21	Economy	672584	140623	55.964892	37.413543	private	6
99999	54.811	2442	55.961364	37.413864	56.183	23	Standard	542637	140050	55.962322	37.407117	private	0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows